From Ideas to Impact — transforming collaborative research into meaningful innovation From Ideas to Impact Member Sign In

Current Project · Federated Learning

Privacy-Preserving Federated Health Analytics (DEMO)

A federated learning framework enabling hospitals to train shared diagnostic models without exchanging patient records.

About the Project

DEMO project — replace with real content. Investigates communication-efficient aggregation, differential privacy budgets and evaluation on distributed clinical datasets.

Publications

DEMO Journal of Intelligent Health Systems · 2025

Timeline & Status

Status
Current
Start
10 February 2026
Area
Federated Learning
Progress 40%

Research Team

AB
Amina Bello Project Lead

← All projects